diff --git a/dennis/static/blog/20220701-progress.html b/dennis/static/blog/20220701-progress.html
index 9a36c46..f4e995c 100644
--- a/dennis/static/blog/20220701-progress.html
+++ b/dennis/static/blog/20220701-progress.html
@@ -1,7 +1,7 @@
The progress update
-
+
Bots
@@ -9,12 +9,12 @@
I've finally settled on a
dataset.
The project is about detecting bots, starting with twitter. I've
- studied a
- few
- different
- methods of bot detection and particularly like the
- DeBot and
- BotWalk methods and think I will try to mimic them,
+ studied a
+ few
+ different
+ methods of bot detection and particularly like the
+ DeBot and
+ BotWalk methods and think I will try to mimic them,
in that order.
diff --git a/dennis/static/games/adam.html b/dennis/static/games/adam.html
index cf480e4..9ff0795 100644
--- a/dennis/static/games/adam.html
+++ b/dennis/static/games/adam.html
@@ -1,6 +1,6 @@
- adam is a quick fps demo to test how well WebGL
+ adam is a quick fps demo to test how well WebGL
performs using Unity.
diff --git a/dennis/static/games/balls.html b/dennis/static/games/balls.html
index a75591b..1eff698 100644
--- a/dennis/static/games/balls.html
+++ b/dennis/static/games/balls.html
@@ -1,6 +1,6 @@
- balls is another demo to test WebGL performance.
+ balls is another demo to test WebGL performance.
This time using Godot Engine.
diff --git a/dennis/static/games/fps.html b/dennis/static/games/fps.html
index aaa8066..8c12aca 100644
--- a/dennis/static/games/fps.html
+++ b/dennis/static/games/fps.html
@@ -1,6 +1,6 @@
- fps is a Godot/WebGL experiment from scratch with
+ fps is a Godot/WebGL experiment from scratch with
multiplayer using websockets and a master/slave architecture. Invite a friend or open multiple instances!
diff --git a/dennis/static/games/index.html b/dennis/static/games/index.html
index 7e6ad0f..68a671e 100644
--- a/dennis/static/games/index.html
+++ b/dennis/static/games/index.html
@@ -15,9 +15,9 @@
Consider anything else average or let me know otherwise
---MY GAMES---
- - adam - The first. Unity Demo/Tutorial with some mods
- - multiplayer fps - Dive into netcode with Godot (Open two, invite
+
- adam - The first. Unity Demo/Tutorial with some mods
+ - multiplayer fps - Dive into netcode with Godot (Open two, invite
your friends!)
- - snek - Canvas + JS (the actual first)
- - balls - Godot demo engine test
+ - snek - Canvas + JS (the actual first)
+ - balls - Godot demo engine test
diff --git a/dennis/static/games/snek.html b/dennis/static/games/snek.html
index 98632c4..bbfaf49 100644
--- a/dennis/static/games/snek.html
+++ b/dennis/static/games/snek.html
@@ -1,5 +1,5 @@
- snek is a simple snake game made with JS/Canvas.
+ snek is a simple snake game made with JS/Canvas.
diff --git a/dennis/static/projects/20220529-housing.html b/dennis/static/projects/20220529-housing.html
index a997e98..ae89a3f 100644
--- a/dennis/static/projects/20220529-housing.html
+++ b/dennis/static/projects/20220529-housing.html
@@ -28,20 +28,20 @@
Well, I don't know much about appraising houses. But I have heard the term "price per
square foot" so we'll start with that:
-
+
There is a feature for 'Above Grade Living Area' meaning floor area that's not basement.
It looks linear, there were a couple outliers to take care of but this should be a good
signal.
Next I calculated the age of every house at time of sale and plotted it:
-
+
Exactly what I'd expect to see. Price drops as age goes up, a few outliers. We'll
include that in the model.
Next I chose the area of the lot:
-
+
Lot area positively affects sale price because land has value. Most of the houses here
have similarly sized lots.
@@ -61,8 +61,8 @@
-
-
+
+
@@ -93,7 +93,7 @@
scaling of course.
-
+
Predictions were within about $35-$40k on average.
@@ -119,7 +119,7 @@
Here's an interesting case, Overall Condition of Property:
-
+
You would expect sale price to increase with quality, no? Yet it goes down.. Why?
diff --git a/dennis/static/projects/20220614-reddit.html b/dennis/static/projects/20220614-reddit.html
index 688b877..c64d492 100644
--- a/dennis/static/projects/20220614-reddit.html
+++ b/dennis/static/projects/20220614-reddit.html
@@ -20,7 +20,7 @@
Introducing Scrapey!
- Scrapey is my scraper script that takes a snapshot
+ Scrapey is my scraper script that takes a snapshot
of Reddit/r/all hot and saves the data to a .csv file including a calculated age for
each post about every 12 minutes. Run time is about 2 minutes per iteration and each
time adds about 100 unique posts to the list while updating any post it's already seen.
@@ -31,7 +31,7 @@
EDA
- Next I take a quick look to see what looks useful, what
+ Next I take a quick look to see what looks useful, what
doesn't, and check for outliers that will throw off the model. There were a few outliers
to drop from the num_comments column.
@@ -52,7 +52,7 @@
for further processing.
Clean
- Cleaning the data further consists of:
+ Cleaning the data further consists of:
- Scaling numeric features between 0-1
- Converting '_' and '-' to whitespace
@@ -82,7 +82,7 @@
>
so I mainly used the forest.
- Notebook Here
+ Notebook Here
Conclusion
Some Predictors from Top 25:
diff --git a/dennis/static/projects/20221020-cartman.html b/dennis/static/projects/20221020-cartman.html
index 2db1d59..28de05e 100644
--- a/dennis/static/projects/20221020-cartman.html
+++ b/dennis/static/projects/20221020-cartman.html
@@ -21,9 +21,9 @@
You can download a Docker image if you'd like to run it on your own hardware for either
- x86_64
+ x86_64
or
- aarch64.
+ aarch64.
More info here as well as